Dataset statistics
| Number of variables | 41 |
|---|---|
| Number of observations | 2239 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 719.6 KiB |
| Average record size in memory | 329.1 B |
Variable types
| Numeric | 21 |
|---|---|
| Categorical | 19 |
| DateTime | 1 |
Z_CostContact has constant value "" | Constant |
Z_Revenue has constant value "" | Constant |
Year_Birth is highly overall correlated with Age and 1 other fields | High correlation |
Income is highly overall correlated with Wines and 12 other fields | High correlation |
Wines is highly overall correlated with Income and 11 other fields | High correlation |
Fruits is highly overall correlated with Income and 9 other fields | High correlation |
Meat is highly overall correlated with Income and 10 other fields | High correlation |
Fish is highly overall correlated with Income and 9 other fields | High correlation |
Sweet is highly overall correlated with Income and 9 other fields | High correlation |
Gold is highly overall correlated with Income and 10 other fields | High correlation |
Web is highly overall correlated with Income and 7 other fields | High correlation |
Catalog is highly overall correlated with Income and 11 other fields | High correlation |
Store is highly overall correlated with Income and 10 other fields | High correlation |
Web Visit is highly overall correlated with Income and 1 other fields | High correlation |
Age is highly overall correlated with Year_Birth and 1 other fields | High correlation |
Promotion accepted is highly overall correlated with PromoAccepted and 7 other fields | High correlation |
PromoAccepted is highly overall correlated with Promotion accepted and 7 other fields | High correlation |
Frequency is highly overall correlated with Income and 10 other fields | High correlation |
Monetary is highly overall correlated with Income and 11 other fields | High correlation |
Education is highly overall correlated with Education_clean | High correlation |
Marital_Status is highly overall correlated with Marital_clean | High correlation |
Kidhome is highly overall correlated with Children and 1 other fields | High correlation |
Teenhome is highly overall correlated with Children and 1 other fields | High correlation |
AcceptedCmp3 is highly overall correlated with Promotion accepted and 1 other fields | High correlation |
AcceptedCmp4 is highly overall correlated with Promotion accepted and 2 other fields | High correlation |
AcceptedCmp5 is highly overall correlated with Income and 5 other fields | High correlation |
AcceptedCmp1 is highly overall correlated with Promotion accepted and 2 other fields | High correlation |
AcceptedCmp2 is highly overall correlated with Promotion accepted and 1 other fields | High correlation |
Response is highly overall correlated with Promotion accepted and 2 other fields | High correlation |
Age group is highly overall correlated with Year_Birth and 1 other fields | High correlation |
Education_clean is highly overall correlated with Education | High correlation |
Marital_clean is highly overall correlated with Marital_Status | High correlation |
Children is highly overall correlated with Kidhome and 2 other fields | High correlation |
Family_size is highly overall correlated with Kidhome and 2 other fields | High correlation |
Responder is highly overall correlated with Promotion accepted and 5 other fields | High correlation |
AcceptedCmp3 is highly imbalanced (62.4%) | Imbalance |
AcceptedCmp4 is highly imbalanced (61.7%) | Imbalance |
AcceptedCmp5 is highly imbalanced (62.4%) | Imbalance |
AcceptedCmp1 is highly imbalanced (65.6%) | Imbalance |
AcceptedCmp2 is highly imbalanced (89.7%) | Imbalance |
Complain is highly imbalanced (92.3%) | Imbalance |
ID has unique values | Unique |
Recency has 28 (1.3%) zeros | Zeros |
Fruits has 400 (17.9%) zeros | Zeros |
Fish has 384 (17.2%) zeros | Zeros |
Sweet has 419 (18.7%) zeros | Zeros |
Gold has 61 (2.7%) zeros | Zeros |
Deals has 46 (2.1%) zeros | Zeros |
Web has 49 (2.2%) zeros | Zeros |
Catalog has 586 (26.2%) zeros | Zeros |
Promotion accepted has 1630 (72.8%) zeros | Zeros |
PromoAccepted has 1630 (72.8%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-31 10:53:37.883698 |
|---|---|
| Analysis finished | 2023-07-31 10:57:03.124913 |
| Duration | 3 minutes and 25.24 seconds |
| Software version | ydata-profiling vv4.3.1 |
| Download configuration | config.json |
ID
Real number (ℝ)
UNIQUE 
| Distinct | 2239 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5590.4448 |
| Minimum | 0 |
|---|---|
| Maximum | 11191 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 576.7 |
| Q1 | 2827.5 |
| median | 5455 |
| Q3 | 8423.5 |
| 95-th percentile | 10675.1 |
| Maximum | 11191 |
| Range | 11191 |
| Interquartile range (IQR) | 5596 |
Descriptive statistics
| Standard deviation | 3246.3725 |
|---|---|
| Coefficient of variation (CV) | 0.58070021 |
| Kurtosis | -1.1893616 |
| Mean | 5590.4448 |
| Median Absolute Deviation (MAD) | 2786 |
| Skewness | 0.040706532 |
| Sum | 12517006 |
| Variance | 10538934 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5524 | 1 | < 0.1% |
| 10770 | 1 | < 0.1% |
| 5763 | 1 | < 0.1% |
| 3478 | 1 | < 0.1% |
| 7494 | 1 | < 0.1% |
| 1763 | 1 | < 0.1% |
| 7250 | 1 | < 0.1% |
| 2005 | 1 | < 0.1% |
| 6885 | 1 | < 0.1% |
| 3584 | 1 | < 0.1% |
| Other values (2229) | 2229 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 9 | 1 | |
| 13 | 1 | |
| 17 | 1 | |
| 20 | 1 | |
| 22 | 1 | |
| 24 | 1 | |
| 25 | 1 | |
| 35 | 1 |
| Value | Count | Frequency (%) |
| 11191 | 1 | |
| 11188 | 1 | |
| 11187 | 1 | |
| 11181 | 1 | |
| 11178 | 1 | |
| 11176 | 1 | |
| 11171 | 1 | |
| 11166 | 1 | |
| 11148 | 1 | |
| 11133 | 1 |
Year_Birth
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 56 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1968.8995 |
| Minimum | 1940 |
|---|---|
| Maximum | 1996 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 1940 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1959 |
| median | 1970 |
| Q3 | 1977 |
| 95-th percentile | 1988 |
| Maximum | 1996 |
| Range | 56 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.695504 |
|---|---|
| Coefficient of variation (CV) | 0.0059401221 |
| Kurtosis | -0.79313601 |
| Mean | 1968.8995 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | -0.092932825 |
| Sum | 4408366 |
| Variance | 136.7848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1976 | 89 | 4.0% |
| 1971 | 87 | 3.9% |
| 1975 | 83 | 3.7% |
| 1970 | 80 | 3.6% |
| 1972 | 79 | 3.5% |
| 1978 | 77 | 3.4% |
| 1965 | 74 | 3.3% |
| 1973 | 74 | 3.3% |
| 1969 | 71 | 3.2% |
| 1974 | 69 | 3.1% |
| Other values (46) | 1456 |
| Value | Count | Frequency (%) |
| 1940 | 1 | < 0.1% |
| 1941 | 1 | < 0.1% |
| 1943 | 7 | 0.3% |
| 1944 | 7 | 0.3% |
| 1945 | 8 | 0.4% |
| 1946 | 16 | |
| 1947 | 16 | |
| 1948 | 21 | |
| 1949 | 30 | |
| 1950 | 29 |
| Value | Count | Frequency (%) |
| 1996 | 2 | 0.1% |
| 1995 | 5 | 0.2% |
| 1994 | 3 | 0.1% |
| 1993 | 5 | 0.2% |
| 1992 | 13 | |
| 1991 | 15 | |
| 1990 | 18 | |
| 1989 | 30 | |
| 1988 | 29 | |
| 1987 | 27 |
Education
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Graduation | |
|---|---|
| PhD | |
| Master | |
| 2n Cycle | |
| Basic | 54 |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 7.5176418 |
| Min length | 3 |
Characters and Unicode
| Total characters | 16832 |
|---|---|
| Distinct characters | 22 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Graduation |
|---|---|
| 2nd row | Graduation |
| 3rd row | Graduation |
| 4th row | Graduation |
| 5th row | PhD |
Common Values
| Value | Count | Frequency (%) |
| Graduation | 1126 | |
| PhD | 486 | |
| Master | 370 | 16.5% |
| 2n Cycle | 203 | 9.1% |
| Basic | 54 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| graduation | 1126 | |
| phd | 486 | |
| master | 370 | 15.2% |
| 2n | 203 | 8.3% |
| cycle | 203 | 8.3% |
| basic | 54 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2676 | |
| r | 1496 | |
| t | 1496 | |
| n | 1329 | 7.9% |
| i | 1180 | 7.0% |
| G | 1126 | 6.7% |
| d | 1126 | 6.7% |
| u | 1126 | 6.7% |
| o | 1126 | 6.7% |
| e | 573 | 3.4% |
| Other values (12) | 3578 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13701 | |
| Uppercase Letter | 2725 | 16.2% |
| Decimal Number | 203 | 1.2% |
| Space Separator | 203 | 1.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 2676 | |
| r | 1496 | |
| t | 1496 | |
| n | 1329 | |
| i | 1180 | |
| d | 1126 | |
| u | 1126 | |
| o | 1126 | |
| e | 573 | 4.2% |
| h | 486 | 3.5% |
| Other values (4) | 1087 |
Uppercase Letter
| Value | Count | Frequency (%) |
| G | 1126 | |
| D | 486 | |
| P | 486 | |
| M | 370 | 13.6% |
| C | 203 | 7.4% |
| B | 54 | 2.0% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 203 |
Space Separator
| Value | Count | Frequency (%) |
| 203 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 16426 | |
| Common | 406 | 2.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 2676 | |
| r | 1496 | |
| t | 1496 | |
| n | 1329 | |
| i | 1180 | 7.2% |
| G | 1126 | 6.9% |
| d | 1126 | 6.9% |
| u | 1126 | 6.9% |
| o | 1126 | 6.9% |
| e | 573 | 3.5% |
| Other values (10) | 3172 |
Common
| Value | Count | Frequency (%) |
| 2 | 203 | |
| 203 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 16832 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 2676 | |
| r | 1496 | |
| t | 1496 | |
| n | 1329 | 7.9% |
| i | 1180 | 7.0% |
| G | 1126 | 6.7% |
| d | 1126 | 6.7% |
| u | 1126 | 6.7% |
| o | 1126 | 6.7% |
| e | 573 | 3.4% |
| Other values (12) | 3578 |
Marital_Status
Categorical
HIGH CORRELATION 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Married | |
|---|---|
| Together | |
| Single | |
| Divorced | |
| Widow | 77 |
| Other values (3) | 7 |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 7.0728004 |
| Min length | 4 |
Characters and Unicode
| Total characters | 15836 |
|---|---|
| Distinct characters | 26 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Single |
| 3rd row | Together |
| 4th row | Together |
| 5th row | Married |
Common Values
| Value | Count | Frequency (%) |
| Married | 864 | |
| Together | 579 | |
| Single | 480 | |
| Divorced | 232 | 10.4% |
| Widow | 77 | 3.4% |
| Alone | 3 | 0.1% |
| Absurd | 2 | 0.1% |
| YOLO | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| married | 864 | |
| together | 579 | |
| single | 480 | |
| divorced | 232 | 10.4% |
| widow | 77 | 3.4% |
| alone | 3 | 0.1% |
| absurd | 2 | 0.1% |
| yolo | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2737 | |
| r | 2541 | |
| i | 1653 | |
| d | 1175 | |
| g | 1059 | 6.7% |
| o | 891 | 5.6% |
| M | 864 | 5.5% |
| a | 864 | 5.5% |
| T | 579 | 3.7% |
| t | 579 | 3.7% |
| Other values (16) | 2894 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 13591 | |
| Uppercase Letter | 2245 | 14.2% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 2737 | |
| r | 2541 | |
| i | 1653 | |
| d | 1175 | |
| g | 1059 | 7.8% |
| o | 891 | 6.6% |
| a | 864 | 6.4% |
| t | 579 | 4.3% |
| h | 579 | 4.3% |
| n | 483 | 3.6% |
| Other values (7) | 1030 | 7.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 864 | |
| T | 579 | |
| S | 480 | |
| D | 232 | 10.3% |
| W | 77 | 3.4% |
| A | 5 | 0.2% |
| O | 4 | 0.2% |
| Y | 2 | 0.1% |
| L | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 15836 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 2737 | |
| r | 2541 | |
| i | 1653 | |
| d | 1175 | |
| g | 1059 | 6.7% |
| o | 891 | 5.6% |
| M | 864 | 5.5% |
| a | 864 | 5.5% |
| T | 579 | 3.7% |
| t | 579 | 3.7% |
| Other values (16) | 2894 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 15836 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 2737 | |
| r | 2541 | |
| i | 1653 | |
| d | 1175 | |
| g | 1059 | 6.7% |
| o | 891 | 5.6% |
| M | 864 | 5.5% |
| a | 864 | 5.5% |
| T | 579 | 3.7% |
| t | 579 | 3.7% |
| Other values (16) | 2894 |
Income
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1974 |
|---|---|
| Distinct (%) | 88.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 51963.555 |
| Minimum | 1730 |
|---|---|
| Maximum | 162397 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 1730 |
|---|---|
| 5-th percentile | 19095.1 |
| Q1 | 35533.5 |
| median | 51381.5 |
| Q3 | 68277.5 |
| 95-th percentile | 83893.6 |
| Maximum | 162397 |
| Range | 160667 |
| Interquartile range (IQR) | 32744 |
Descriptive statistics
| Standard deviation | 21410.672 |
|---|---|
| Coefficient of variation (CV) | 0.41203248 |
| Kurtosis | 0.75413519 |
| Mean | 51963.555 |
| Median Absolute Deviation (MAD) | 16404.5 |
| Skewness | 0.35010392 |
| Sum | 1.163464 × 108 |
| Variance | 4.5841688 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 51381.5 | 24 | 1.1% |
| 7500 | 12 | 0.5% |
| 35860 | 4 | 0.2% |
| 37760 | 3 | 0.1% |
| 80134 | 3 | 0.1% |
| 46098 | 3 | 0.1% |
| 48432 | 3 | 0.1% |
| 39922 | 3 | 0.1% |
| 63841 | 3 | 0.1% |
| 67445 | 3 | 0.1% |
| Other values (1964) | 2178 |
| Value | Count | Frequency (%) |
| 1730 | 1 | |
| 2447 | 1 | |
| 3502 | 1 | |
| 4023 | 1 | |
| 4428 | 1 | |
| 4861 | 1 | |
| 5305 | 1 | |
| 5648 | 1 | |
| 6560 | 1 | |
| 6835 | 1 |
| Value | Count | Frequency (%) |
| 162397 | 1 | |
| 160803 | 1 | |
| 157733 | 1 | |
| 157243 | 1 | |
| 157146 | 1 | |
| 156924 | 1 | |
| 153924 | 1 | |
| 113734 | 1 | |
| 105471 | 1 | |
| 102692 | 1 |
Kidhome
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 48 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 1 | 898 | |
| 2 | 48 | 2.1% |
Teenhome
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 52 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1157 | |
| 1 | 1030 | |
| 2 | 52 | 2.3% |
Enrollment date
Date
| Distinct | 663 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Minimum | 2012-07-30 00:00:00 |
|---|---|
| Maximum | 2014-06-29 00:00:00 |
Recency
Real number (ℝ)
ZEROS 
| Distinct | 100 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.121036 |
| Minimum | 0 |
|---|---|
| Maximum | 99 |
| Zeros | 28 |
| Zeros (%) | 1.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 24 |
| median | 49 |
| Q3 | 74 |
| 95-th percentile | 94 |
| Maximum | 99 |
| Range | 99 |
| Interquartile range (IQR) | 50 |
Descriptive statistics
| Standard deviation | 28.963662 |
|---|---|
| Coefficient of variation (CV) | 0.58963867 |
| Kurtosis | -1.2016846 |
| Mean | 49.121036 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.0028686102 |
| Sum | 109982 |
| Variance | 838.89374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 56 | 37 | 1.7% |
| 30 | 32 | 1.4% |
| 54 | 32 | 1.4% |
| 46 | 31 | 1.4% |
| 92 | 30 | 1.3% |
| 49 | 30 | 1.3% |
| 65 | 30 | 1.3% |
| 3 | 29 | 1.3% |
| 29 | 29 | 1.3% |
| 71 | 29 | 1.3% |
| Other values (90) | 1930 |
| Value | Count | Frequency (%) |
| 0 | 28 | |
| 1 | 24 | |
| 2 | 28 | |
| 3 | 29 | |
| 4 | 27 | |
| 5 | 15 | |
| 6 | 21 | |
| 7 | 12 | |
| 8 | 25 | |
| 9 | 24 |
| Value | Count | Frequency (%) |
| 99 | 17 | |
| 98 | 22 | |
| 97 | 20 | |
| 96 | 25 | |
| 95 | 19 | |
| 94 | 26 | |
| 93 | 21 | |
| 92 | 30 | |
| 91 | 18 | |
| 90 | 20 |
Wines
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 776 |
|---|---|
| Distinct (%) | 34.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 304.06744 |
| Minimum | 0 |
|---|---|
| Maximum | 1493 |
| Zeros | 13 |
| Zeros (%) | 0.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 24 |
| median | 174 |
| Q3 | 504.5 |
| 95-th percentile | 1000 |
| Maximum | 1493 |
| Range | 1493 |
| Interquartile range (IQR) | 480.5 |
Descriptive statistics
| Standard deviation | 336.61483 |
|---|---|
| Coefficient of variation (CV) | 1.10704 |
| Kurtosis | 0.59750126 |
| Mean | 304.06744 |
| Median Absolute Deviation (MAD) | 165 |
| Skewness | 1.1752394 |
| Sum | 680807 |
| Variance | 113309.54 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 42 | 1.9% |
| 5 | 40 | 1.8% |
| 1 | 37 | 1.7% |
| 6 | 37 | 1.7% |
| 4 | 33 | 1.5% |
| 8 | 30 | 1.3% |
| 3 | 30 | 1.3% |
| 9 | 27 | 1.2% |
| 12 | 25 | 1.1% |
| 10 | 24 | 1.1% |
| Other values (766) | 1914 |
| Value | Count | Frequency (%) |
| 0 | 13 | 0.6% |
| 1 | 37 | |
| 2 | 42 | |
| 3 | 30 | |
| 4 | 33 | |
| 5 | 40 | |
| 6 | 37 | |
| 7 | 22 | |
| 8 | 30 | |
| 9 | 27 |
| Value | Count | Frequency (%) |
| 1493 | 1 | |
| 1492 | 2 | |
| 1486 | 1 | |
| 1478 | 2 | |
| 1462 | 1 | |
| 1459 | 1 | |
| 1449 | 1 | |
| 1396 | 1 | |
| 1394 | 1 | |
| 1379 | 1 |
Fruits
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 158 |
|---|---|
| Distinct (%) | 7.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.307727 |
| Minimum | 0 |
|---|---|
| Maximum | 199 |
| Zeros | 400 |
| Zeros (%) | 17.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 123 |
| Maximum | 199 |
| Range | 199 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 39.781468 |
|---|---|
| Coefficient of variation (CV) | 1.5121591 |
| Kurtosis | 4.0472677 |
| Mean | 26.307727 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1013279 |
| Sum | 58903 |
| Variance | 1582.5652 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 400 | 17.9% |
| 1 | 162 | 7.2% |
| 2 | 120 | 5.4% |
| 3 | 116 | 5.2% |
| 4 | 104 | 4.6% |
| 7 | 67 | 3.0% |
| 5 | 65 | 2.9% |
| 6 | 62 | 2.8% |
| 12 | 50 | 2.2% |
| 8 | 48 | 2.1% |
| Other values (148) | 1045 |
| Value | Count | Frequency (%) |
| 0 | 400 | |
| 1 | 162 | |
| 2 | 120 | 5.4% |
| 3 | 116 | 5.2% |
| 4 | 104 | 4.6% |
| 5 | 65 | 2.9% |
| 6 | 62 | 2.8% |
| 7 | 67 | 3.0% |
| 8 | 48 | 2.1% |
| 9 | 35 | 1.6% |
| Value | Count | Frequency (%) |
| 199 | 2 | |
| 197 | 1 | < 0.1% |
| 194 | 3 | |
| 193 | 2 | |
| 190 | 1 | < 0.1% |
| 189 | 1 | < 0.1% |
| 185 | 2 | |
| 184 | 1 | < 0.1% |
| 183 | 3 | |
| 181 | 1 | < 0.1% |
Meat
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 558 |
|---|---|
| Distinct (%) | 24.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 167.01653 |
| Minimum | 0 |
|---|---|
| Maximum | 1725 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 16 |
| median | 67 |
| Q3 | 232 |
| 95-th percentile | 687.2 |
| Maximum | 1725 |
| Range | 1725 |
| Interquartile range (IQR) | 216 |
Descriptive statistics
| Standard deviation | 225.74383 |
|---|---|
| Coefficient of variation (CV) | 1.3516257 |
| Kurtosis | 5.5136976 |
| Mean | 167.01653 |
| Median Absolute Deviation (MAD) | 59 |
| Skewness | 2.0826203 |
| Sum | 373950 |
| Variance | 50960.276 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 53 | 2.4% |
| 5 | 50 | 2.2% |
| 11 | 49 | 2.2% |
| 8 | 46 | 2.1% |
| 6 | 43 | 1.9% |
| 10 | 40 | 1.8% |
| 3 | 40 | 1.8% |
| 9 | 38 | 1.7% |
| 16 | 36 | 1.6% |
| 12 | 35 | 1.6% |
| Other values (548) | 1809 |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1 | 14 | 0.6% |
| 2 | 30 | |
| 3 | 40 | |
| 4 | 30 | |
| 5 | 50 | |
| 6 | 43 | |
| 7 | 53 | |
| 8 | 46 | |
| 9 | 38 |
| Value | Count | Frequency (%) |
| 1725 | 2 | |
| 1622 | 1 | |
| 1607 | 1 | |
| 1582 | 1 | |
| 984 | 1 | |
| 981 | 1 | |
| 974 | 1 | |
| 968 | 1 | |
| 961 | 1 | |
| 951 | 2 |
Fish
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 182 |
|---|---|
| Distinct (%) | 8.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.538633 |
| Minimum | 0 |
|---|---|
| Maximum | 259 |
| Zeros | 384 |
| Zeros (%) | 17.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 12 |
| Q3 | 50 |
| 95-th percentile | 168.1 |
| Maximum | 259 |
| Range | 259 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 54.637617 |
|---|---|
| Coefficient of variation (CV) | 1.4555036 |
| Kurtosis | 3.0934393 |
| Mean | 37.538633 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 1.9190627 |
| Sum | 84049 |
| Variance | 2985.2692 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 384 | 17.2% |
| 2 | 156 | 7.0% |
| 3 | 130 | 5.8% |
| 4 | 108 | 4.8% |
| 6 | 82 | 3.7% |
| 7 | 66 | 2.9% |
| 8 | 57 | 2.5% |
| 10 | 55 | 2.5% |
| 13 | 48 | 2.1% |
| 12 | 47 | 2.1% |
| Other values (172) | 1106 |
| Value | Count | Frequency (%) |
| 0 | 384 | |
| 1 | 10 | 0.4% |
| 2 | 156 | |
| 3 | 130 | 5.8% |
| 4 | 108 | 4.8% |
| 5 | 1 | < 0.1% |
| 6 | 82 | 3.7% |
| 7 | 66 | 2.9% |
| 8 | 57 | 2.5% |
| 10 | 55 | 2.5% |
| Value | Count | Frequency (%) |
| 259 | 1 | < 0.1% |
| 258 | 3 | |
| 254 | 1 | < 0.1% |
| 253 | 1 | < 0.1% |
| 250 | 3 | |
| 247 | 1 | < 0.1% |
| 246 | 1 | < 0.1% |
| 242 | 1 | < 0.1% |
| 240 | 2 | |
| 237 | 2 |
Sweet
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 177 |
|---|---|
| Distinct (%) | 7.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 27.074587 |
| Minimum | 0 |
|---|---|
| Maximum | 263 |
| Zeros | 419 |
| Zeros (%) | 18.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 8 |
| Q3 | 33 |
| 95-th percentile | 126 |
| Maximum | 263 |
| Range | 263 |
| Interquartile range (IQR) | 32 |
Descriptive statistics
| Standard deviation | 41.286043 |
|---|---|
| Coefficient of variation (CV) | 1.5249002 |
| Kurtosis | 4.3734034 |
| Mean | 27.074587 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.1354411 |
| Sum | 60620 |
| Variance | 1704.5373 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 419 | 18.7% |
| 1 | 160 | 7.1% |
| 2 | 128 | 5.7% |
| 3 | 101 | 4.5% |
| 4 | 82 | 3.7% |
| 5 | 65 | 2.9% |
| 6 | 64 | 2.9% |
| 7 | 57 | 2.5% |
| 8 | 56 | 2.5% |
| 12 | 45 | 2.0% |
| Other values (167) | 1062 |
| Value | Count | Frequency (%) |
| 0 | 419 | |
| 1 | 160 | 7.1% |
| 2 | 128 | 5.7% |
| 3 | 101 | 4.5% |
| 4 | 82 | 3.7% |
| 5 | 65 | 2.9% |
| 6 | 64 | 2.9% |
| 7 | 57 | 2.5% |
| 8 | 56 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 263 | 1 | < 0.1% |
| 262 | 1 | < 0.1% |
| 198 | 1 | < 0.1% |
| 197 | 1 | < 0.1% |
| 196 | 1 | < 0.1% |
| 195 | 1 | < 0.1% |
| 194 | 3 | |
| 192 | 3 | |
| 191 | 1 | < 0.1% |
| 189 | 2 |
Gold
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 213 |
|---|---|
| Distinct (%) | 9.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 44.036177 |
| Minimum | 0 |
|---|---|
| Maximum | 362 |
| Zeros | 61 |
| Zeros (%) | 2.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 24 |
| Q3 | 56 |
| 95-th percentile | 165.1 |
| Maximum | 362 |
| Range | 362 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 52.1747 |
|---|---|
| Coefficient of variation (CV) | 1.1848145 |
| Kurtosis | 3.5488593 |
| Mean | 44.036177 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.8854417 |
| Sum | 98597 |
| Variance | 2722.1993 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 73 | 3.3% |
| 4 | 70 | 3.1% |
| 3 | 69 | 3.1% |
| 5 | 63 | 2.8% |
| 2 | 62 | 2.8% |
| 12 | 62 | 2.8% |
| 0 | 61 | 2.7% |
| 6 | 57 | 2.5% |
| 7 | 54 | 2.4% |
| 10 | 49 | 2.2% |
| Other values (203) | 1619 |
| Value | Count | Frequency (%) |
| 0 | 61 | |
| 1 | 73 | |
| 2 | 62 | |
| 3 | 69 | |
| 4 | 70 | |
| 5 | 63 | |
| 6 | 57 | |
| 7 | 54 | |
| 8 | 40 | |
| 9 | 44 |
| Value | Count | Frequency (%) |
| 362 | 1 | |
| 321 | 1 | |
| 291 | 1 | |
| 262 | 1 | |
| 249 | 1 | |
| 248 | 1 | |
| 247 | 1 | |
| 246 | 1 | |
| 245 | 1 | |
| 242 | 2 |
Deals
Real number (ℝ)
ZEROS 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.3242519 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 46 |
| Zeros (%) | 2.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 3 |
| 95-th percentile | 6 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.9323446 |
|---|---|
| Coefficient of variation (CV) | 0.83138348 |
| Kurtosis | 8.9431137 |
| Mean | 2.3242519 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.4201198 |
| Sum | 5204 |
| Variance | 3.7339558 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 970 | |
| 2 | 497 | |
| 3 | 297 | 13.3% |
| 4 | 188 | 8.4% |
| 5 | 94 | 4.2% |
| 6 | 61 | 2.7% |
| 0 | 46 | 2.1% |
| 7 | 40 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Other values (5) | 24 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 46 | 2.1% |
| 1 | 970 | |
| 2 | 497 | |
| 3 | 297 | 13.3% |
| 4 | 188 | 8.4% |
| 5 | 94 | 4.2% |
| 6 | 61 | 2.7% |
| 7 | 40 | 1.8% |
| 8 | 14 | 0.6% |
| 9 | 8 | 0.4% |
| Value | Count | Frequency (%) |
| 15 | 7 | 0.3% |
| 13 | 3 | 0.1% |
| 12 | 4 | 0.2% |
| 11 | 5 | 0.2% |
| 10 | 5 | 0.2% |
| 9 | 8 | 0.4% |
| 8 | 14 | 0.6% |
| 7 | 40 | |
| 6 | 61 | |
| 5 | 94 |
Web
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 15 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.0853059 |
| Minimum | 0 |
|---|---|
| Maximum | 27 |
| Zeros | 49 |
| Zeros (%) | 2.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 9 |
| Maximum | 27 |
| Range | 27 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.7792402 |
|---|---|
| Coefficient of variation (CV) | 0.68030162 |
| Kurtosis | 5.6994576 |
| Mean | 4.0853059 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3821304 |
| Sum | 9147 |
| Variance | 7.7241763 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 373 | |
| 1 | 354 | |
| 3 | 335 | |
| 4 | 280 | |
| 5 | 220 | |
| 6 | 205 | |
| 7 | 155 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.3% |
| 0 | 49 | 2.2% |
| Other values (5) | 91 | 4.1% |
| Value | Count | Frequency (%) |
| 0 | 49 | 2.2% |
| 1 | 354 | |
| 2 | 373 | |
| 3 | 335 | |
| 4 | 280 | |
| 5 | 220 | |
| 6 | 205 | |
| 7 | 155 | |
| 8 | 102 | 4.6% |
| 9 | 75 | 3.3% |
| Value | Count | Frequency (%) |
| 27 | 2 | 0.1% |
| 25 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 11 | 44 | 2.0% |
| 10 | 43 | 1.9% |
| 9 | 75 | 3.3% |
| 8 | 102 | |
| 7 | 155 | |
| 6 | 205 | |
| 5 | 220 |
Catalog
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.6627959 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 586 |
| Zeros (%) | 26.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 9 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.9235425 |
|---|---|
| Coefficient of variation (CV) | 1.0979221 |
| Kurtosis | 8.0437442 |
| Mean | 2.6627959 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.8802968 |
| Sum | 5962 |
| Variance | 8.5471005 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 586 | |
| 1 | 496 | |
| 2 | 276 | |
| 3 | 184 | 8.2% |
| 4 | 182 | 8.1% |
| 5 | 140 | 6.3% |
| 6 | 128 | 5.7% |
| 7 | 79 | 3.5% |
| 8 | 55 | 2.5% |
| 10 | 48 | 2.1% |
| Other values (4) | 65 | 2.9% |
| Value | Count | Frequency (%) |
| 0 | 586 | |
| 1 | 496 | |
| 2 | 276 | |
| 3 | 184 | 8.2% |
| 4 | 182 | 8.1% |
| 5 | 140 | 6.3% |
| 6 | 128 | 5.7% |
| 7 | 79 | 3.5% |
| 8 | 55 | 2.5% |
| 9 | 42 | 1.9% |
| Value | Count | Frequency (%) |
| 28 | 3 | 0.1% |
| 22 | 1 | < 0.1% |
| 11 | 19 | 0.8% |
| 10 | 48 | 2.1% |
| 9 | 42 | 1.9% |
| 8 | 55 | 2.5% |
| 7 | 79 | |
| 6 | 128 | |
| 5 | 140 | |
| 4 | 182 |
Store
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7914247 |
| Minimum | 0 |
|---|---|
| Maximum | 13 |
| Zeros | 15 |
| Zeros (%) | 0.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 13 |
| Range | 13 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.2511492 |
|---|---|
| Coefficient of variation (CV) | 0.56137295 |
| Kurtosis | -0.62286449 |
| Mean | 5.7914247 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.70155925 |
| Sum | 12967 |
| Variance | 10.569971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 489 | |
| 4 | 323 | |
| 2 | 223 | |
| 5 | 212 | |
| 6 | 178 | 7.9% |
| 8 | 149 | 6.7% |
| 7 | 143 | 6.4% |
| 10 | 125 | 5.6% |
| 9 | 106 | 4.7% |
| 12 | 105 | 4.7% |
| Other values (4) | 186 | 8.3% |
| Value | Count | Frequency (%) |
| 0 | 15 | 0.7% |
| 1 | 7 | 0.3% |
| 2 | 223 | |
| 3 | 489 | |
| 4 | 323 | |
| 5 | 212 | |
| 6 | 178 | 7.9% |
| 7 | 143 | 6.4% |
| 8 | 149 | 6.7% |
| 9 | 106 | 4.7% |
| Value | Count | Frequency (%) |
| 13 | 83 | 3.7% |
| 12 | 105 | 4.7% |
| 11 | 81 | 3.6% |
| 10 | 125 | 5.6% |
| 9 | 106 | 4.7% |
| 8 | 149 | |
| 7 | 143 | |
| 6 | 178 | |
| 5 | 212 | |
| 4 | 323 |
Web Visit
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.3162126 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 11 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.4271441 |
|---|---|
| Coefficient of variation (CV) | 0.45655512 |
| Kurtosis | 1.8199066 |
| Mean | 5.3162126 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.20825792 |
| Sum | 11903 |
| Variance | 5.8910284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7 | 393 | |
| 8 | 342 | |
| 6 | 339 | |
| 5 | 281 | |
| 4 | 218 | |
| 3 | 205 | |
| 2 | 202 | |
| 1 | 153 | 6.8% |
| 9 | 83 | 3.7% |
| 0 | 11 | 0.5% |
| Other values (6) | 12 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 11 | 0.5% |
| 1 | 153 | 6.8% |
| 2 | 202 | |
| 3 | 205 | |
| 4 | 218 | |
| 5 | 281 | |
| 6 | 339 | |
| 7 | 393 | |
| 8 | 342 | |
| 9 | 83 | 3.7% |
| Value | Count | Frequency (%) |
| 20 | 3 | 0.1% |
| 19 | 2 | 0.1% |
| 17 | 1 | < 0.1% |
| 14 | 2 | 0.1% |
| 13 | 1 | < 0.1% |
| 10 | 3 | 0.1% |
| 9 | 83 | 3.7% |
| 8 | 342 | |
| 7 | 393 | |
| 6 | 339 |
AcceptedCmp3
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
AcceptedCmp4
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 167 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2072 | |
| 1 | 167 | 7.5% |
AcceptedCmp5
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 163 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2076 | |
| 1 | 163 | 7.3% |
AcceptedCmp1
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 144 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2095 | |
| 1 | 144 | 6.4% |
AcceptedCmp2
Categorical
HIGH CORRELATION  IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 30 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2209 | |
| 1 | 30 | 1.3% |
Complain
Categorical
IMBALANCE 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 | 21 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 2218 | |
| 1 | 21 | 0.9% |
Z_CostContact
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 3 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 3 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 2239 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 2239 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 2239 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 2239 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 2239 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 2239 |
Z_Revenue
Categorical
CONSTANT 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 11 |
|---|
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4478 |
|---|---|
| Distinct characters | 1 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 11 |
|---|---|
| 2nd row | 11 |
| 3rd row | 11 |
| 4th row | 11 |
| 5th row | 11 |
Common Values
| Value | Count | Frequency (%) |
| 11 | 2239 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 11 | 2239 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4478 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 4478 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4478 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 4478 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4478 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4478 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4478 |
Response
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 1905 | |
| 1 | 334 | 14.9% |
lifespan_months
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.541313 |
| Minimum | 3 |
|---|---|
| Maximum | 26 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 3 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 9 |
| median | 15 |
| Q3 | 20 |
| 95-th percentile | 25 |
| Maximum | 26 |
| Range | 23 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.7536747 |
|---|---|
| Coefficient of variation (CV) | 0.46444737 |
| Kurtosis | -1.1874761 |
| Mean | 14.541313 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | -0.011931994 |
| Sum | 32558 |
| Variance | 45.612122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 123 | 5.5% |
| 11 | 111 | 5.0% |
| 19 | 110 | 4.9% |
| 12 | 109 | 4.9% |
| 23 | 105 | 4.7% |
| 17 | 103 | 4.6% |
| 6 | 103 | 4.6% |
| 4 | 98 | 4.4% |
| 15 | 97 | 4.3% |
| 21 | 96 | 4.3% |
| Other values (14) | 1184 |
| Value | Count | Frequency (%) |
| 3 | 65 | |
| 4 | 98 | |
| 5 | 92 | |
| 6 | 103 | |
| 7 | 96 | |
| 8 | 86 | |
| 9 | 85 | |
| 10 | 83 | |
| 11 | 111 | |
| 12 | 109 |
| Value | Count | Frequency (%) |
| 26 | 51 | |
| 25 | 123 | |
| 24 | 89 | |
| 23 | 105 | |
| 22 | 81 | |
| 21 | 96 | |
| 20 | 85 | |
| 19 | 110 | |
| 18 | 96 | |
| 17 | 103 |
Age
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 56 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 45.100491 |
| Minimum | 18 |
|---|---|
| Maximum | 74 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 26 |
| Q1 | 37 |
| median | 44 |
| Q3 | 55 |
| 95-th percentile | 64 |
| Maximum | 74 |
| Range | 56 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 11.695504 |
|---|---|
| Coefficient of variation (CV) | 0.25932098 |
| Kurtosis | -0.79313601 |
| Mean | 45.100491 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 0.092932825 |
| Sum | 100980 |
| Variance | 136.7848 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 89 | 4.0% |
| 43 | 87 | 3.9% |
| 39 | 83 | 3.7% |
| 44 | 80 | 3.6% |
| 42 | 79 | 3.5% |
| 36 | 77 | 3.4% |
| 49 | 74 | 3.3% |
| 41 | 74 | 3.3% |
| 45 | 71 | 3.2% |
| 40 | 69 | 3.1% |
| Other values (46) | 1456 |
| Value | Count | Frequency (%) |
| 18 | 2 | 0.1% |
| 19 | 5 | 0.2% |
| 20 | 3 | 0.1% |
| 21 | 5 | 0.2% |
| 22 | 13 | |
| 23 | 15 | |
| 24 | 18 | |
| 25 | 30 | |
| 26 | 29 | |
| 27 | 27 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 73 | 1 | < 0.1% |
| 71 | 7 | 0.3% |
| 70 | 7 | 0.3% |
| 69 | 8 | 0.4% |
| 68 | 16 | |
| 67 | 16 | |
| 66 | 21 | |
| 65 | 30 | |
| 64 | 29 |
Age group
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 19.9 KiB |
| Senior | |
|---|---|
| Adult | |
| Young-adult |
Length
| Max length | 11 |
|---|---|
| Median length | 6 |
| Mean length | 6.0714605 |
| Min length | 5 |
Characters and Unicode
| Total characters | 13594 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Senior |
|---|---|
| 2nd row | Senior |
| 3rd row | Senior |
| 4th row | Adult |
| 5th row | Adult |
Common Values
| Value | Count | Frequency (%) |
| Senior | 1073 | |
| Adult | 945 | |
| Young-adult | 221 | 9.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| senior | 1073 | |
| adult | 945 | |
| young-adult | 221 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 1387 | |
| n | 1294 | |
| o | 1294 | |
| d | 1166 | |
| l | 1166 | |
| t | 1166 | |
| S | 1073 | |
| e | 1073 | |
| i | 1073 | |
| r | 1073 | |
| Other values (5) | 1829 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11134 | |
| Uppercase Letter | 2239 | 16.5% |
| Dash Punctuation | 221 | 1.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 1387 | |
| n | 1294 | |
| o | 1294 | |
| d | 1166 | |
| l | 1166 | |
| t | 1166 | |
| e | 1073 | |
| i | 1073 | |
| r | 1073 | |
| g | 221 | 2.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1073 | |
| A | 945 | |
| Y | 221 | 9.9% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 221 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13373 | |
| Common | 221 | 1.6% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 1387 | |
| n | 1294 | |
| o | 1294 | |
| d | 1166 | |
| l | 1166 | |
| t | 1166 | |
| S | 1073 | |
| e | 1073 | |
| i | 1073 | |
| r | 1073 | |
| Other values (4) | 1608 |
Common
| Value | Count | Frequency (%) |
| - | 221 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13594 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 1387 | |
| n | 1294 | |
| o | 1294 | |
| d | 1166 | |
| l | 1166 | |
| t | 1166 | |
| S | 1073 | |
| e | 1073 | |
| i | 1073 | |
| r | 1073 | |
| Other values (5) | 1829 |
Education_clean
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Postgraduate | |
|---|---|
| Undergraduate |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 12.114783 |
| Min length | 12 |
Characters and Unicode
| Total characters | 27125 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Postgraduate |
|---|---|
| 2nd row | Postgraduate |
| 3rd row | Postgraduate |
| 4th row | Postgraduate |
| 5th row | Postgraduate |
Common Values
| Value | Count | Frequency (%) |
| Postgraduate | 1982 | |
| Undergraduate | 257 | 11.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| postgraduate | 1982 | |
| undergraduate | 257 | 11.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 4478 | |
| t | 4221 | |
| r | 2496 | |
| d | 2496 | |
| e | 2496 | |
| g | 2239 | |
| u | 2239 | |
| P | 1982 | |
| o | 1982 | |
| s | 1982 | |
| Other values (2) | 514 | 1.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 24886 | |
| Uppercase Letter | 2239 | 8.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 4478 | |
| t | 4221 | |
| r | 2496 | |
| d | 2496 | |
| e | 2496 | |
| g | 2239 | |
| u | 2239 | |
| o | 1982 | |
| s | 1982 | |
| n | 257 | 1.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| P | 1982 | |
| U | 257 | 11.5% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 27125 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 4478 | |
| t | 4221 | |
| r | 2496 | |
| d | 2496 | |
| e | 2496 | |
| g | 2239 | |
| u | 2239 | |
| P | 1982 | |
| o | 1982 | |
| s | 1982 | |
| Other values (2) | 514 | 1.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 27125 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 4478 | |
| t | 4221 | |
| r | 2496 | |
| d | 2496 | |
| e | 2496 | |
| g | 2239 | |
| u | 2239 | |
| P | 1982 | |
| o | 1982 | |
| s | 1982 | |
| Other values (2) | 514 | 1.9% |
Marital_clean
Categorical
HIGH CORRELATION 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| Couple | |
|---|---|
| Single |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 13434 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single |
|---|---|
| 2nd row | Single |
| 3rd row | Couple |
| 4th row | Couple |
| 5th row | Couple |
Common Values
| Value | Count | Frequency (%) |
| Couple | 1443 | |
| Single | 796 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| couple | 1443 | |
| single | 796 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 2239 | |
| e | 2239 | |
| C | 1443 | |
| o | 1443 | |
| u | 1443 | |
| p | 1443 | |
| S | 796 | 5.9% |
| i | 796 | 5.9% |
| n | 796 | 5.9% |
| g | 796 | 5.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 11195 | |
| Uppercase Letter | 2239 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 2239 | |
| e | 2239 | |
| o | 1443 | |
| u | 1443 | |
| p | 1443 | |
| i | 796 | 7.1% |
| n | 796 | 7.1% |
| g | 796 | 7.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 1443 | |
| S | 796 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 13434 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 2239 | |
| e | 2239 | |
| C | 1443 | |
| o | 1443 | |
| u | 1443 | |
| p | 1443 | |
| S | 796 | 5.9% |
| i | 796 | 5.9% |
| n | 796 | 5.9% |
| g | 796 | 5.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 13434 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 2239 | |
| e | 2239 | |
| C | 1443 | |
| o | 1443 | |
| u | 1443 | |
| p | 1443 | |
| S | 796 | 5.9% |
| i | 796 | 5.9% |
| n | 796 | 5.9% |
| g | 796 | 5.9% |
Children
Categorical
HIGH CORRELATION 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 1 | |
|---|---|
| 0 | |
| 2 | |
| 3 | 53 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 2 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 1127 | |
| 0 | 638 | |
| 2 | 421 | 18.8% |
| 3 | 53 | 2.4% |
Family_size
Categorical
HIGH CORRELATION 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| 3 | |
|---|---|
| 2 | |
| 4 | |
| 1 | |
| 5 | 37 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 2239 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 3 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 2239 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 2239 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2239 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 3 | 976 | |
| 2 | 695 | |
| 4 | 364 | 16.3% |
| 1 | 167 | 7.5% |
| 5 | 37 | 1.7% |
Promotion accepted
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44707459 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1630 |
| Zeros (%) | 72.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8906922 |
|---|---|
| Coefficient of variation (CV) | 1.9922676 |
| Kurtosis | 6.3393441 |
| Mean | 0.44707459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4402721 |
| Sum | 1001 |
| Variance | 0.79333259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1630 | |
| 1 | 370 | 16.5% |
| 2 | 142 | 6.3% |
| 3 | 51 | 2.3% |
| 4 | 36 | 1.6% |
| 5 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 1630 | |
| 1 | 370 | 16.5% |
| 2 | 142 | 6.3% |
| 3 | 51 | 2.3% |
| 4 | 36 | 1.6% |
| 5 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 10 | 0.4% |
| 4 | 36 | 1.6% |
| 3 | 51 | 2.3% |
| 2 | 142 | 6.3% |
| 1 | 370 | 16.5% |
| 0 | 1630 |
PromoAccepted
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.44707459 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 1630 |
| Zeros (%) | 72.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8906922 |
|---|---|
| Coefficient of variation (CV) | 1.9922676 |
| Kurtosis | 6.3393441 |
| Mean | 0.44707459 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.4402721 |
| Sum | 1001 |
| Variance | 0.79333259 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1630 | |
| 1 | 370 | 16.5% |
| 2 | 142 | 6.3% |
| 3 | 51 | 2.3% |
| 4 | 36 | 1.6% |
| 5 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 1630 | |
| 1 | 370 | 16.5% |
| 2 | 142 | 6.3% |
| 3 | 51 | 2.3% |
| 4 | 36 | 1.6% |
| 5 | 10 | 0.4% |
| Value | Count | Frequency (%) |
| 5 | 10 | 0.4% |
| 4 | 36 | 1.6% |
| 3 | 51 | 2.3% |
| 2 | 142 | 6.3% |
| 1 | 370 | 16.5% |
| 0 | 1630 |
Responder
Categorical
HIGH CORRELATION 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.0 KiB |
| None | |
|---|---|
| Low | |
| High | 46 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.7485485 |
| Min length | 3 |
Characters and Unicode
| Total characters | 8393 |
|---|---|
| Distinct characters | 10 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Low |
|---|---|
| 2nd row | None |
| 3rd row | None |
| 4th row | None |
| 5th row | None |
Common Values
| Value | Count | Frequency (%) |
| None | 1630 | |
| Low | 563 | 25.1% |
| High | 46 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| none | 1630 | |
| low | 563 | 25.1% |
| high | 46 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 2193 | |
| N | 1630 | |
| n | 1630 | |
| e | 1630 | |
| L | 563 | 6.7% |
| w | 563 | 6.7% |
| H | 46 | 0.5% |
| i | 46 | 0.5% |
| g | 46 | 0.5% |
| h | 46 | 0.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6154 | |
| Uppercase Letter | 2239 | 26.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 2193 | |
| n | 1630 | |
| e | 1630 | |
| w | 563 | 9.1% |
| i | 46 | 0.7% |
| g | 46 | 0.7% |
| h | 46 | 0.7% |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1630 | |
| L | 563 | 25.1% |
| H | 46 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 8393 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 2193 | |
| N | 1630 | |
| n | 1630 | |
| e | 1630 | |
| L | 563 | 6.7% |
| w | 563 | 6.7% |
| H | 46 | 0.5% |
| i | 46 | 0.5% |
| g | 46 | 0.5% |
| h | 46 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8393 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 2193 | |
| N | 1630 | |
| n | 1630 | |
| e | 1630 | |
| L | 563 | 6.7% |
| w | 563 | 6.7% |
| H | 46 | 0.5% |
| i | 46 | 0.5% |
| g | 46 | 0.5% |
| h | 46 | 0.5% |
Frequency
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 33 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.539527 |
| Minimum | 0 |
|---|---|
| Maximum | 32 |
| Zeros | 6 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 6 |
| median | 12 |
| Q3 | 18 |
| 95-th percentile | 24 |
| Maximum | 32 |
| Range | 32 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 7.2063996 |
|---|---|
| Coefficient of variation (CV) | 0.57469471 |
| Kurtosis | -1.1183696 |
| Mean | 12.539527 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.29633737 |
| Sum | 28076 |
| Variance | 51.932195 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 202 | 9.0% |
| 6 | 191 | 8.5% |
| 5 | 180 | 8.0% |
| 3 | 128 | 5.7% |
| 7 | 127 | 5.7% |
| 18 | 104 | 4.6% |
| 14 | 100 | 4.5% |
| 16 | 98 | 4.4% |
| 17 | 89 | 4.0% |
| 21 | 86 | 3.8% |
| Other values (23) | 934 |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.3% |
| 1 | 6 | 0.3% |
| 2 | 2 | 0.1% |
| 3 | 128 | |
| 4 | 202 | |
| 5 | 180 | |
| 6 | 191 | |
| 7 | 127 | |
| 8 | 51 | 2.3% |
| 9 | 45 | 2.0% |
| Value | Count | Frequency (%) |
| 32 | 3 | 0.1% |
| 31 | 2 | 0.1% |
| 30 | 2 | 0.1% |
| 29 | 6 | 0.3% |
| 28 | 10 | 0.4% |
| 27 | 23 | 1.0% |
| 26 | 24 | 1.1% |
| 25 | 39 | |
| 24 | 52 | |
| 23 | 64 |
Monetary
Real number (ℝ)
HIGH CORRELATION 
| Distinct | 1054 |
|---|---|
| Distinct (%) | 47.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 606.04109 |
| Minimum | 5 |
|---|---|
| Maximum | 2525 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 35.0 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 69 |
| median | 396 |
| Q3 | 1046 |
| 95-th percentile | 1772.6 |
| Maximum | 2525 |
| Range | 2520 |
| Interquartile range (IQR) | 977 |
Descriptive statistics
| Standard deviation | 602.27409 |
|---|---|
| Coefficient of variation (CV) | 0.99378425 |
| Kurtosis | -0.34287343 |
| Mean | 606.04109 |
| Median Absolute Deviation (MAD) | 353 |
| Skewness | 0.86023744 |
| Sum | 1356926 |
| Variance | 362734.08 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 46 | 19 | 0.8% |
| 22 | 18 | 0.8% |
| 57 | 16 | 0.7% |
| 44 | 15 | 0.7% |
| 55 | 15 | 0.7% |
| 48 | 14 | 0.6% |
| 20 | 14 | 0.6% |
| 43 | 14 | 0.6% |
| 37 | 14 | 0.6% |
| 38 | 14 | 0.6% |
| Other values (1044) | 2086 |
| Value | Count | Frequency (%) |
| 5 | 1 | < 0.1% |
| 6 | 2 | 0.1% |
| 8 | 4 | 0.2% |
| 9 | 2 | 0.1% |
| 10 | 5 | |
| 11 | 5 | |
| 12 | 2 | 0.1% |
| 13 | 6 | |
| 14 | 3 | 0.1% |
| 15 | 10 |
| Value | Count | Frequency (%) |
| 2525 | 2 | |
| 2524 | 1 | |
| 2486 | 1 | |
| 2440 | 1 | |
| 2352 | 1 | |
| 2349 | 1 | |
| 2346 | 1 | |
| 2302 | 2 | |
| 2283 | 1 | |
| 2279 | 1 |
| ID | Year_Birth | Income | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | Deals | Web | Catalog | Store | Web Visit | lifespan_months | Age | Promotion accepted | PromoAccepted | Frequency | Monetary | Education | Marital_Status | Kidhome | Teenhome | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Response | Age group | Education_clean | Marital_clean | Children | Family_size | Responder | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID | 1.000 | 0.003 | 0.003 | -0.046 | -0.025 | -0.022 | -0.013 | -0.029 | -0.034 | -0.041 | -0.025 | -0.025 | -0.012 | -0.023 | -0.011 | 0.001 | -0.003 | -0.036 | -0.036 | -0.017 | -0.025 | 0.000 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.045 | 0.035 | 0.000 | 0.031 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Year_Birth | 0.003 | 1.000 | -0.216 | -0.020 | -0.235 | -0.026 | -0.114 | -0.030 | 0.003 | -0.076 | -0.090 | -0.166 | -0.179 | -0.170 | 0.129 | 0.016 | -1.000 | -0.021 | -0.021 | -0.179 | -0.158 | 0.112 | 0.110 | 0.231 | 0.341 | 0.057 | 0.051 | 0.101 | 0.061 | 0.008 | 0.000 | 0.070 | 0.969 | 0.149 | 0.093 | 0.216 | 0.186 | 0.058 |
| Income | 0.003 | -0.216 | 1.000 | 0.009 | 0.829 | 0.579 | 0.814 | 0.575 | 0.565 | 0.504 | -0.194 | 0.572 | 0.789 | 0.730 | -0.641 | -0.021 | 0.216 | 0.310 | 0.310 | 0.776 | 0.849 | 0.182 | 0.000 | 0.399 | 0.326 | 0.067 | 0.264 | 0.562 | 0.397 | 0.144 | 0.000 | 0.257 | 0.200 | 0.235 | 0.032 | 0.325 | 0.228 | 0.304 |
| Recency | -0.046 | -0.020 | 0.009 | 1.000 | 0.018 | 0.025 | 0.028 | 0.013 | 0.024 | 0.018 | 0.008 | -0.004 | 0.031 | 0.005 | -0.022 | 0.024 | 0.020 | -0.103 | -0.103 | 0.011 | 0.020 | 0.000 | 0.026 | 0.070 | 0.050 | 0.044 | 0.000 | 0.000 | 0.000 | 0.034 | 0.000 | 0.208 | 0.050 | 0.000 | 0.047 | 0.038 | 0.034 | 0.071 |
| Wines | -0.025 | -0.235 | 0.829 | 0.018 | 1.000 | 0.518 | 0.824 | 0.525 | 0.505 | 0.575 | 0.058 | 0.740 | 0.824 | 0.807 | -0.389 | 0.156 | 0.235 | 0.384 | 0.384 | 0.868 | 0.927 | 0.114 | 0.019 | 0.406 | 0.117 | 0.095 | 0.395 | 0.517 | 0.358 | 0.302 | 0.000 | 0.268 | 0.137 | 0.152 | 0.039 | 0.217 | 0.150 | 0.367 |
| Fruits | -0.022 | -0.026 | 0.579 | 0.025 | 0.518 | 1.000 | 0.713 | 0.705 | 0.692 | 0.569 | -0.110 | 0.471 | 0.635 | 0.584 | -0.443 | 0.131 | 0.026 | 0.175 | 0.175 | 0.627 | 0.683 | 0.070 | 0.029 | 0.312 | 0.121 | 0.004 | 0.072 | 0.285 | 0.261 | 0.000 | 0.000 | 0.152 | 0.062 | 0.032 | 0.000 | 0.267 | 0.184 | 0.170 |
| Meat | -0.013 | -0.114 | 0.814 | 0.028 | 0.824 | 0.713 | 1.000 | 0.726 | 0.696 | 0.638 | -0.032 | 0.679 | 0.852 | 0.779 | -0.492 | 0.158 | 0.114 | 0.312 | 0.312 | 0.861 | 0.939 | 0.054 | 0.030 | 0.322 | 0.227 | 0.029 | 0.099 | 0.378 | 0.310 | 0.034 | 0.000 | 0.243 | 0.101 | 0.072 | 0.064 | 0.349 | 0.253 | 0.234 |
| Fish | -0.029 | -0.030 | 0.575 | 0.013 | 0.525 | 0.705 | 0.726 | 1.000 | 0.701 | 0.565 | -0.120 | 0.466 | 0.657 | 0.583 | -0.458 | 0.134 | 0.030 | 0.153 | 0.153 | 0.633 | 0.696 | 0.062 | 0.053 | 0.323 | 0.139 | 0.077 | 0.000 | 0.267 | 0.270 | 0.047 | 0.000 | 0.131 | 0.071 | 0.000 | 0.000 | 0.285 | 0.204 | 0.136 |
| Sweet | -0.034 | 0.003 | 0.565 | 0.024 | 0.505 | 0.692 | 0.696 | 0.701 | 1.000 | 0.543 | -0.106 | 0.464 | 0.628 | 0.581 | -0.449 | 0.119 | -0.003 | 0.169 | 0.169 | 0.627 | 0.670 | 0.068 | 0.000 | 0.291 | 0.101 | 0.000 | 0.028 | 0.268 | 0.259 | 0.046 | 0.000 | 0.113 | 0.046 | 0.047 | 0.042 | 0.246 | 0.174 | 0.142 |
| Gold | -0.041 | -0.076 | 0.504 | 0.018 | 0.575 | 0.569 | 0.638 | 0.565 | 0.543 | 1.000 | 0.090 | 0.580 | 0.649 | 0.540 | -0.261 | 0.226 | 0.076 | 0.253 | 0.253 | 0.647 | 0.692 | 0.066 | 0.054 | 0.264 | 0.056 | 0.126 | 0.047 | 0.177 | 0.164 | 0.032 | 0.000 | 0.138 | 0.074 | 0.000 | 0.065 | 0.162 | 0.127 | 0.135 |
| Deals | -0.025 | -0.090 | -0.194 | 0.008 | 0.058 | -0.110 | -0.032 | -0.120 | -0.106 | 0.090 | 1.000 | 0.284 | -0.040 | 0.100 | 0.398 | 0.215 | 0.090 | -0.092 | -0.092 | 0.109 | -0.014 | 0.000 | 0.019 | 0.210 | 0.347 | 0.000 | 0.051 | 0.244 | 0.164 | 0.000 | 0.000 | 0.096 | 0.092 | 0.000 | 0.022 | 0.368 | 0.285 | 0.104 |
| Web | -0.025 | -0.166 | 0.572 | -0.004 | 0.740 | 0.471 | 0.679 | 0.466 | 0.464 | 0.580 | 0.284 | 1.000 | 0.619 | 0.673 | -0.097 | 0.202 | 0.166 | 0.254 | 0.254 | 0.834 | 0.727 | 0.083 | 0.039 | 0.294 | 0.160 | 0.024 | 0.155 | 0.171 | 0.165 | 0.000 | 0.000 | 0.166 | 0.107 | 0.118 | 0.012 | 0.149 | 0.108 | 0.164 |
| Catalog | -0.012 | -0.179 | 0.789 | 0.031 | 0.824 | 0.635 | 0.852 | 0.657 | 0.628 | 0.649 | -0.040 | 0.619 | 1.000 | 0.709 | -0.536 | 0.126 | 0.179 | 0.366 | 0.366 | 0.870 | 0.892 | 0.065 | 0.000 | 0.386 | 0.119 | 0.089 | 0.192 | 0.359 | 0.314 | 0.111 | 0.000 | 0.219 | 0.100 | 0.097 | 0.022 | 0.292 | 0.204 | 0.245 |
| Store | -0.023 | -0.170 | 0.730 | 0.005 | 0.807 | 0.584 | 0.779 | 0.583 | 0.581 | 0.540 | 0.100 | 0.673 | 0.709 | 1.000 | -0.454 | 0.115 | 0.170 | 0.174 | 0.174 | 0.885 | 0.805 | 0.104 | 0.025 | 0.403 | 0.085 | 0.178 | 0.212 | 0.229 | 0.197 | 0.081 | 0.000 | 0.148 | 0.128 | 0.140 | 0.000 | 0.200 | 0.135 | 0.171 |
| Web Visit | -0.011 | 0.129 | -0.641 | -0.022 | -0.389 | -0.443 | -0.492 | -0.458 | -0.449 | -0.261 | 0.398 | -0.097 | -0.536 | -0.454 | 1.000 | 0.298 | -0.129 | -0.078 | -0.078 | -0.420 | -0.476 | 0.054 | 0.000 | 0.345 | 0.218 | 0.077 | 0.000 | 0.309 | 0.202 | 0.000 | 0.000 | 0.120 | 0.096 | 0.061 | 0.027 | 0.325 | 0.228 | 0.111 |
| lifespan_months | 0.001 | 0.016 | -0.021 | 0.024 | 0.156 | 0.131 | 0.158 | 0.134 | 0.119 | 0.226 | 0.215 | 0.202 | 0.126 | 0.115 | 0.298 | 1.000 | -0.016 | 0.085 | 0.085 | 0.161 | 0.187 | 0.055 | 0.038 | 0.000 | 0.000 | 0.028 | 0.021 | 0.000 | 0.000 | 0.000 | 0.065 | 0.199 | 0.015 | 0.050 | 0.000 | 0.018 | 0.020 | 0.078 |
| Age | -0.003 | -1.000 | 0.216 | 0.020 | 0.235 | 0.026 | 0.114 | 0.030 | -0.003 | 0.076 | 0.090 | 0.166 | 0.179 | 0.170 | -0.129 | -0.016 | 1.000 | 0.021 | 0.021 | 0.179 | 0.158 | 0.112 | 0.108 | 0.233 | 0.338 | 0.056 | 0.055 | 0.100 | 0.060 | 0.034 | 0.000 | 0.067 | 0.953 | 0.149 | 0.090 | 0.215 | 0.186 | 0.058 |
| Promotion accepted | -0.036 | -0.021 | 0.310 | -0.103 | 0.384 | 0.175 | 0.312 | 0.153 | 0.169 | 0.253 | -0.092 | 0.254 | 0.366 | 0.174 | -0.078 | 0.085 | 0.021 | 1.000 | 1.000 | 0.288 | 0.389 | 0.023 | 0.035 | 0.134 | 0.115 | 0.504 | 0.545 | 0.701 | 0.667 | 0.632 | 0.000 | 0.745 | 0.054 | 0.048 | 0.052 | 0.169 | 0.126 | 0.999 |
| PromoAccepted | -0.036 | -0.021 | 0.310 | -0.103 | 0.384 | 0.175 | 0.312 | 0.153 | 0.169 | 0.253 | -0.092 | 0.254 | 0.366 | 0.174 | -0.078 | 0.085 | 0.021 | 1.000 | 1.000 | 0.288 | 0.389 | 0.023 | 0.035 | 0.134 | 0.115 | 0.504 | 0.545 | 0.701 | 0.667 | 0.632 | 0.000 | 0.745 | 0.054 | 0.048 | 0.052 | 0.169 | 0.126 | 0.999 |
| Frequency | -0.017 | -0.179 | 0.776 | 0.011 | 0.868 | 0.627 | 0.861 | 0.633 | 0.627 | 0.647 | 0.109 | 0.834 | 0.870 | 0.885 | -0.420 | 0.161 | 0.179 | 0.288 | 0.288 | 1.000 | 0.908 | 0.102 | 0.000 | 0.435 | 0.079 | 0.066 | 0.220 | 0.287 | 0.270 | 0.102 | 0.019 | 0.165 | 0.131 | 0.153 | 0.000 | 0.232 | 0.161 | 0.212 |
| Monetary | -0.025 | -0.158 | 0.849 | 0.020 | 0.927 | 0.683 | 0.939 | 0.696 | 0.670 | 0.692 | -0.014 | 0.727 | 0.892 | 0.805 | -0.476 | 0.187 | 0.158 | 0.389 | 0.389 | 0.908 | 1.000 | 0.091 | 0.023 | 0.437 | 0.226 | 0.056 | 0.251 | 0.526 | 0.417 | 0.151 | 0.000 | 0.294 | 0.135 | 0.135 | 0.000 | 0.324 | 0.226 | 0.347 |
| Education | 0.000 | 0.112 | 0.182 | 0.000 | 0.114 | 0.070 | 0.054 | 0.062 | 0.068 | 0.066 | 0.000 | 0.083 | 0.065 | 0.104 | 0.054 | 0.055 | 0.112 | 0.023 | 0.023 | 0.102 | 0.091 | 1.000 | 0.000 | 0.051 | 0.104 | 0.000 | 0.048 | 0.034 | 0.035 | 0.017 | 0.039 | 0.092 | 0.134 | 0.999 | 0.000 | 0.033 | 0.043 | 0.045 |
| Marital_Status | 0.005 | 0.110 | 0.000 | 0.026 | 0.019 | 0.029 | 0.030 | 0.053 | 0.000 | 0.054 | 0.019 | 0.039 | 0.000 | 0.025 | 0.000 | 0.038 | 0.108 | 0.035 | 0.035 | 0.000 | 0.023 | 0.000 | 1.000 | 0.040 | 0.074 | 0.000 | 0.000 | 0.027 | 0.031 | 0.000 | 0.000 | 0.145 | 0.154 | 0.000 | 0.999 | 0.045 | 0.306 | 0.000 |
| Kidhome | 0.000 | 0.231 | 0.399 | 0.070 | 0.406 | 0.312 | 0.322 | 0.323 | 0.291 | 0.264 | 0.210 | 0.294 | 0.386 | 0.403 | 0.345 | 0.000 | 0.233 | 0.134 | 0.134 | 0.435 | 0.437 | 0.051 | 0.040 | 1.000 | 0.054 | 0.030 | 0.162 | 0.210 | 0.182 | 0.079 | 0.027 | 0.075 | 0.205 | 0.058 | 0.000 | 0.625 | 0.545 | 0.125 |
| Teenhome | 0.000 | 0.341 | 0.326 | 0.050 | 0.117 | 0.121 | 0.227 | 0.139 | 0.101 | 0.056 | 0.347 | 0.160 | 0.119 | 0.085 | 0.218 | 0.000 | 0.338 | 0.115 | 0.115 | 0.079 | 0.226 | 0.104 | 0.074 | 0.054 | 1.000 | 0.038 | 0.026 | 0.205 | 0.145 | 0.000 | 0.000 | 0.159 | 0.293 | 0.104 | 0.010 | 0.564 | 0.512 | 0.109 |
| AcceptedCmp3 | 0.000 | 0.057 | 0.067 | 0.044 | 0.095 | 0.004 | 0.029 | 0.077 | 0.000 | 0.126 | 0.000 | 0.024 | 0.089 | 0.178 | 0.077 | 0.028 | 0.056 | 0.504 | 0.504 | 0.066 | 0.056 | 0.000 | 0.000 | 0.030 | 0.038 | 1.000 | 0.073 | 0.074 | 0.089 | 0.061 | 0.000 | 0.251 | 0.055 | 0.000 | 0.000 | 0.000 | 0.015 | 0.459 |
| AcceptedCmp4 | 0.000 | 0.051 | 0.264 | 0.000 | 0.395 | 0.072 | 0.099 | 0.000 | 0.028 | 0.047 | 0.051 | 0.155 | 0.192 | 0.212 | 0.000 | 0.021 | 0.055 | 0.545 | 0.545 | 0.220 | 0.251 | 0.048 | 0.000 | 0.162 | 0.026 | 0.073 | 1.000 | 0.303 | 0.247 | 0.284 | 0.000 | 0.173 | 0.062 | 0.041 | 0.000 | 0.085 | 0.056 | 0.516 |
| AcceptedCmp5 | 0.000 | 0.101 | 0.562 | 0.000 | 0.517 | 0.285 | 0.378 | 0.267 | 0.268 | 0.177 | 0.244 | 0.171 | 0.359 | 0.229 | 0.309 | 0.000 | 0.100 | 0.701 | 0.701 | 0.287 | 0.526 | 0.034 | 0.027 | 0.210 | 0.205 | 0.074 | 0.303 | 1.000 | 0.399 | 0.213 | 0.000 | 0.324 | 0.056 | 0.039 | 0.000 | 0.347 | 0.270 | 0.605 |
| AcceptedCmp1 | 0.045 | 0.061 | 0.397 | 0.000 | 0.358 | 0.261 | 0.310 | 0.270 | 0.259 | 0.164 | 0.164 | 0.165 | 0.314 | 0.197 | 0.202 | 0.000 | 0.060 | 0.667 | 0.667 | 0.270 | 0.417 | 0.035 | 0.031 | 0.182 | 0.145 | 0.089 | 0.247 | 0.399 | 1.000 | 0.166 | 0.000 | 0.291 | 0.053 | 0.000 | 0.000 | 0.278 | 0.215 | 0.594 |
| AcceptedCmp2 | 0.035 | 0.008 | 0.144 | 0.034 | 0.302 | 0.000 | 0.034 | 0.047 | 0.046 | 0.032 | 0.000 | 0.000 | 0.111 | 0.081 | 0.000 | 0.000 | 0.034 | 0.632 | 0.632 | 0.102 | 0.151 | 0.017 | 0.000 | 0.079 | 0.000 | 0.061 | 0.284 | 0.213 | 0.166 | 1.000 | 0.000 | 0.162 | 0.000 | 0.000 | 0.000 | 0.073 | 0.043 | 0.456 |
| Complain | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.065 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.039 | 0.000 | 0.027 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
| Response | 0.031 | 0.070 | 0.257 | 0.208 | 0.268 | 0.152 | 0.243 | 0.131 | 0.113 | 0.138 | 0.096 | 0.166 | 0.219 | 0.148 | 0.120 | 0.199 | 0.067 | 0.745 | 0.745 | 0.165 | 0.294 | 0.092 | 0.145 | 0.075 | 0.159 | 0.251 | 0.173 | 0.324 | 0.291 | 0.162 | 0.000 | 1.000 | 0.006 | 0.050 | 0.147 | 0.204 | 0.222 | 0.708 |
| Age group | 0.000 | 0.969 | 0.200 | 0.050 | 0.137 | 0.062 | 0.101 | 0.071 | 0.046 | 0.074 | 0.092 | 0.107 | 0.100 | 0.128 | 0.096 | 0.015 | 0.953 | 0.054 | 0.054 | 0.131 | 0.135 | 0.134 | 0.154 | 0.205 | 0.293 | 0.055 | 0.062 | 0.056 | 0.053 | 0.000 | 0.000 | 0.006 | 1.000 | 0.143 | 0.074 | 0.189 | 0.199 | 0.000 |
| Education_clean | 0.000 | 0.149 | 0.235 | 0.000 | 0.152 | 0.032 | 0.072 | 0.000 | 0.047 | 0.000 | 0.000 | 0.118 | 0.097 | 0.140 | 0.061 | 0.050 | 0.149 | 0.048 | 0.048 | 0.153 | 0.135 | 0.999 | 0.000 | 0.058 | 0.104 | 0.000 | 0.041 | 0.039 | 0.000 | 0.000 | 0.000 | 0.050 | 0.143 | 1.000 | 0.000 | 0.037 | 0.059 | 0.045 |
| Marital_clean | 0.000 | 0.093 | 0.032 | 0.047 | 0.039 | 0.000 | 0.064 | 0.000 | 0.042 | 0.065 | 0.022 | 0.012 | 0.022 | 0.000 | 0.027 | 0.000 | 0.090 | 0.052 | 0.052 | 0.000 | 0.000 | 0.000 | 0.999 | 0.000 | 0.010 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.147 | 0.074 | 0.000 | 1.000 | 0.047 | 0.433 | 0.057 |
| Children | 0.000 | 0.216 | 0.325 | 0.038 | 0.217 | 0.267 | 0.349 | 0.285 | 0.246 | 0.162 | 0.368 | 0.149 | 0.292 | 0.200 | 0.325 | 0.018 | 0.215 | 0.169 | 0.169 | 0.232 | 0.324 | 0.033 | 0.045 | 0.625 | 0.564 | 0.000 | 0.085 | 0.347 | 0.278 | 0.073 | 0.000 | 0.204 | 0.189 | 0.037 | 0.047 | 1.000 | 0.833 | 0.192 |
| Family_size | 0.000 | 0.186 | 0.228 | 0.034 | 0.150 | 0.184 | 0.253 | 0.204 | 0.174 | 0.127 | 0.285 | 0.108 | 0.204 | 0.135 | 0.228 | 0.020 | 0.186 | 0.126 | 0.126 | 0.161 | 0.226 | 0.043 | 0.306 | 0.545 | 0.512 | 0.015 | 0.056 | 0.270 | 0.215 | 0.043 | 0.000 | 0.222 | 0.199 | 0.059 | 0.433 | 0.833 | 1.000 | 0.163 |
| Responder | 0.000 | 0.058 | 0.304 | 0.071 | 0.367 | 0.170 | 0.234 | 0.136 | 0.142 | 0.135 | 0.104 | 0.164 | 0.245 | 0.171 | 0.111 | 0.078 | 0.058 | 0.999 | 0.999 | 0.212 | 0.347 | 0.045 | 0.000 | 0.125 | 0.109 | 0.459 | 0.516 | 0.605 | 0.594 | 0.456 | 0.000 | 0.708 | 0.000 | 0.045 | 0.057 | 0.192 | 0.163 | 1.000 |
| ID | Year_Birth | Education | Marital_Status | Income | Kidhome | Teenhome | Enrollment date | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | Deals | Web | Catalog | Store | Web Visit | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Z_CostContact | Z_Revenue | Response | lifespan_months | Age | Age group | Education_clean | Marital_clean | Children | Family_size | Promotion accepted | PromoAccepted | Responder | Frequency | Monetary | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5524 | 1957 | Graduation | Single | 58138.0 | 0 | 0 | 2012-09-04 | 58 | 635 | 88 | 546 | 172 | 88 | 88 | 3 | 8 | 10 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 1 | 25 | 57 | Senior | Postgraduate | Single | 0 | 1 | 1 | 1 | Low | 22 | 1617 |
| 1 | 2174 | 1954 | Graduation | Single | 46344.0 | 1 | 1 | 2014-03-08 | 38 | 11 | 1 | 6 | 2 | 1 | 6 | 2 | 1 | 1 | 2 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 7 | 60 | Senior | Postgraduate | Single | 2 | 3 | 0 | 0 | None | 4 | 27 |
| 2 | 4141 | 1965 | Graduation | Together | 71613.0 | 0 | 0 | 2013-08-21 | 26 | 426 | 49 | 127 | 111 | 21 | 42 | 1 | 8 | 2 | 10 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 13 | 49 | Senior | Postgraduate | Couple | 0 | 2 | 0 | 0 | None | 20 | 776 |
| 3 | 6182 | 1984 | Graduation | Together | 26646.0 | 1 | 0 | 2014-02-10 | 26 | 11 | 4 | 20 | 10 | 3 | 5 | 2 | 2 | 0 | 4 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 7 | 30 | Adult | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 6 | 53 |
| 4 | 5324 | 1981 | PhD | Married | 58293.0 | 1 | 0 | 2014-01-19 | 94 | 173 | 43 | 118 | 46 | 27 | 15 | 5 | 5 | 3 | 6 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 8 | 33 | Adult | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 14 | 422 |
| 5 | 7446 | 1967 | Master | Together | 62513.0 | 0 | 1 | 2013-09-09 | 16 | 520 | 42 | 98 | 0 | 42 | 14 | 2 | 6 | 4 | 10 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 13 | 47 | Senior | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 20 | 716 |
| 6 | 965 | 1971 | Graduation | Divorced | 55635.0 | 0 | 1 | 2012-11-13 | 34 | 235 | 65 | 164 | 50 | 49 | 27 | 4 | 7 | 3 | 7 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 23 | 43 | Adult | Postgraduate | Single | 1 | 3 | 0 | 0 | None | 17 | 590 |
| 7 | 6177 | 1985 | PhD | Married | 33454.0 | 1 | 0 | 2013-05-08 | 32 | 76 | 10 | 56 | 3 | 1 | 23 | 2 | 4 | 0 | 4 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 17 | 29 | Young-adult | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 8 | 169 |
| 8 | 4855 | 1974 | PhD | Together | 30351.0 | 1 | 0 | 2013-06-06 | 19 | 14 | 0 | 24 | 3 | 3 | 2 | 1 | 3 | 0 | 2 | 9 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 1 | 16 | 40 | Adult | Postgraduate | Couple | 1 | 3 | 1 | 1 | Low | 5 | 46 |
| 9 | 5899 | 1950 | PhD | Together | 5648.0 | 1 | 1 | 2014-03-13 | 68 | 28 | 0 | 6 | 1 | 1 | 13 | 1 | 1 | 0 | 0 | 20 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 6 | 64 | Senior | Postgraduate | Couple | 2 | 4 | 1 | 1 | Low | 1 | 49 |
| ID | Year_Birth | Education | Marital_Status | Income | Kidhome | Teenhome | Enrollment date | Recency | Wines | Fruits | Meat | Fish | Sweet | Gold | Deals | Web | Catalog | Store | Web Visit | AcceptedCmp3 | AcceptedCmp4 | AcceptedCmp5 | AcceptedCmp1 | AcceptedCmp2 | Complain | Z_CostContact | Z_Revenue | Response | lifespan_months | Age | Age group | Education_clean | Marital_clean | Children | Family_size | Promotion accepted | PromoAccepted | Responder | Frequency | Monetary | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2229 | 10084 | 1972 | Graduation | Married | 24434.0 | 2 | 0 | 2014-05-18 | 9 | 3 | 2 | 8 | 20 | 0 | 17 | 2 | 2 | 1 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 4 | 42 | Adult | Postgraduate | Couple | 2 | 4 | 0 | 0 | None | 5 | 50 |
| 2230 | 7004 | 1984 | Graduation | Single | 11012.0 | 1 | 0 | 2013-03-16 | 82 | 24 | 3 | 26 | 7 | 1 | 23 | 3 | 3 | 1 | 2 | 9 | 1 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 18 | 30 | Adult | Postgraduate | Single | 1 | 2 | 1 | 1 | Low | 6 | 84 |
| 2231 | 9817 | 1970 | Master | Single | 44802.0 | 0 | 0 | 2012-08-21 | 71 | 853 | 10 | 143 | 13 | 10 | 20 | 2 | 9 | 4 | 12 | 8 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 25 | 44 | Adult | Postgraduate | Single | 0 | 1 | 0 | 0 | None | 25 | 1049 |
| 2232 | 8080 | 1986 | Graduation | Single | 26816.0 | 0 | 0 | 2012-08-17 | 50 | 5 | 1 | 6 | 3 | 4 | 3 | 1 | 0 | 0 | 3 | 4 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 25 | 28 | Young-adult | Postgraduate | Single | 0 | 1 | 0 | 0 | None | 3 | 22 |
| 2234 | 8372 | 1974 | Graduation | Married | 34421.0 | 1 | 0 | 2013-07-01 | 81 | 3 | 3 | 7 | 6 | 2 | 9 | 1 | 1 | 0 | 2 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 15 | 40 | Adult | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 3 | 30 |
| 2235 | 10870 | 1967 | Graduation | Married | 61223.0 | 0 | 1 | 2013-06-13 | 46 | 709 | 43 | 182 | 42 | 118 | 247 | 2 | 9 | 3 | 4 | 5 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 15 | 47 | Senior | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 16 | 1341 |
| 2236 | 4001 | 1946 | PhD | Together | 64014.0 | 2 | 1 | 2014-06-10 | 56 | 406 | 0 | 30 | 0 | 0 | 8 | 7 | 8 | 2 | 5 | 7 | 0 | 0 | 0 | 1 | 0 | 0 | 3 | 11 | 0 | 3 | 68 | Senior | Postgraduate | Couple | 3 | 5 | 1 | 1 | Low | 15 | 444 |
| 2237 | 7270 | 1981 | Graduation | Divorced | 56981.0 | 0 | 0 | 2014-01-25 | 91 | 908 | 48 | 217 | 32 | 12 | 24 | 1 | 2 | 3 | 13 | 6 | 0 | 1 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 8 | 33 | Adult | Postgraduate | Single | 0 | 2 | 1 | 1 | Low | 18 | 1241 |
| 2238 | 8235 | 1956 | Master | Together | 69245.0 | 0 | 1 | 2014-01-24 | 8 | 428 | 30 | 214 | 80 | 30 | 61 | 2 | 6 | 5 | 10 | 3 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 0 | 8 | 58 | Senior | Postgraduate | Couple | 1 | 3 | 0 | 0 | None | 21 | 843 |
| 2239 | 9405 | 1954 | PhD | Married | 52869.0 | 1 | 1 | 2012-10-15 | 40 | 84 | 3 | 61 | 2 | 1 | 21 | 3 | 3 | 1 | 4 | 7 | 0 | 0 | 0 | 0 | 0 | 0 | 3 | 11 | 1 | 23 | 60 | Senior | Postgraduate | Couple | 2 | 4 | 1 | 1 | Low | 8 | 172 |